Reproducible off-grid solar streetlight dimming-control framework with battery runtime forecasting and blackout severity metrics.
python machine-learning simulation random-forest reproducibility uncertainty-quantification solar-energy smart-energy battery-management-system catboost energy-management reliability-analysis street-lighting smart-lighting off-grid-solar battery-forecasting energy-reliability
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Updated
Aug 14, 2026 - Jupyter Notebook